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Author: Muthukumaran Malarvel
Publisher: John Wiley & Sons
ISBN: 1119681804
Category : Computers
Languages : en
Pages : 256
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Book Description
This edited book brings together leading researchers, academic scientists and research scholars to put forward and share their experiences and research results on all aspects of an inspection system for detection analysis for various machine vision applications. It also provides a premier interdisciplinary platform to present and discuss the most recent innovations, trends, methodology, applications, and concerns as well as practical challenges encountered and solutions adopted in the inspection system in terms of image processing and analytics of machine vision for real and industrial application. Machine vision inspection systems (MVIS) utilized all industrial and non-industrial applications where the execution of their utilities based on the acquisition and processing of images. MVIS can be applicable in industry, governmental, defense, aerospace, remote sensing, medical, and academic/education applications but constraints are different. MVIS entails acceptable accuracy, high reliability, high robustness, and low cost. Image processing is a well-defined transformation between human vision and image digitization, and their techniques are the foremost way to experiment in the MVIS. The digital image technique furnishes improved pictorial information by processing the image data through machine vision perception. Digital image processing has widely been used in MVIS applications and it can be employed to a wide diversity of problems particularly in Non-Destructive testing (NDT), presence/absence detection, defect/fault detection (weld, textile, tiles, wood, etc.,), automated vision test & measurement, pattern matching, optical character recognition & verification (OCR/OCV), barcode reading and traceability, medical diagnosis, weather forecasting, face recognition, defence and space research, etc. This edited book is designed to address various aspects of recent methodologies, concepts and research plan out to the readers for giving more depth insights for perusing research on machine vision using image processing techniques.
Author: Muthukumaran Malarvel
Publisher: John Wiley & Sons
ISBN: 1119681804
Category : Computers
Languages : en
Pages : 256
Get Book Here
Book Description
This edited book brings together leading researchers, academic scientists and research scholars to put forward and share their experiences and research results on all aspects of an inspection system for detection analysis for various machine vision applications. It also provides a premier interdisciplinary platform to present and discuss the most recent innovations, trends, methodology, applications, and concerns as well as practical challenges encountered and solutions adopted in the inspection system in terms of image processing and analytics of machine vision for real and industrial application. Machine vision inspection systems (MVIS) utilized all industrial and non-industrial applications where the execution of their utilities based on the acquisition and processing of images. MVIS can be applicable in industry, governmental, defense, aerospace, remote sensing, medical, and academic/education applications but constraints are different. MVIS entails acceptable accuracy, high reliability, high robustness, and low cost. Image processing is a well-defined transformation between human vision and image digitization, and their techniques are the foremost way to experiment in the MVIS. The digital image technique furnishes improved pictorial information by processing the image data through machine vision perception. Digital image processing has widely been used in MVIS applications and it can be employed to a wide diversity of problems particularly in Non-Destructive testing (NDT), presence/absence detection, defect/fault detection (weld, textile, tiles, wood, etc.,), automated vision test & measurement, pattern matching, optical character recognition & verification (OCR/OCV), barcode reading and traceability, medical diagnosis, weather forecasting, face recognition, defence and space research, etc. This edited book is designed to address various aspects of recent methodologies, concepts and research plan out to the readers for giving more depth insights for perusing research on machine vision using image processing techniques.
Author: Muthukumaran Malarvel
Publisher: John Wiley & Sons
ISBN: 1119786118
Category : Computers
Languages : en
Pages : 352
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Book Description
Machine Vision Inspection Systems (MVIS) is a multidisciplinary research field that emphasizes image processing, machine vision and, pattern recognition for industrial applications. Inspection techniques are generally used in destructive and non-destructive evaluation industry. Now a day's the current research on machine inspection gained more popularity among various researchers, because the manual assessment of the inspection may fail and turn into false assessment due to a large number of examining while inspection process. This volume 2 covers machine learning-based approaches in MVIS applications and it can be employed to a wide diversity of problems particularly in Non-Destructive testing (NDT), presence/absence detection, defect/fault detection (weld, textile, tiles, wood, etc.), automated vision test & measurement, pattern matching, optical character recognition & verification (OCR/OCV), natural language processing, medical diagnosis, etc. This edited book is designed to address various aspects of recent methodologies, concepts, and research plan out to the readers for giving more depth insights for perusing research on machine vision using machine learning-based approaches.
Author: Muthukumaran Malarvel
Publisher: John Wiley & Sons
ISBN: 1119681960
Category : Computers
Languages : en
Pages : 250
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Book Description
This edited book brings together leading researchers, academic scientists and research scholars to put forward and share their experiences and research results on all aspects of an inspection system for detection analysis for various machine vision applications. It also provides a premier interdisciplinary platform to present and discuss the most recent innovations, trends, methodology, applications, and concerns as well as practical challenges encountered and solutions adopted in the inspection system in terms of image processing and analytics of machine vision for real and industrial application. Machine vision inspection systems (MVIS) utilized all industrial and non-industrial applications where the execution of their utilities based on the acquisition and processing of images. MVIS can be applicable in industry, governmental, defense, aerospace, remote sensing, medical, and academic/education applications but constraints are different. MVIS entails acceptable accuracy, high reliability, high robustness, and low cost. Image processing is a well-defined transformation between human vision and image digitization, and their techniques are the foremost way to experiment in the MVIS. The digital image technique furnishes improved pictorial information by processing the image data through machine vision perception. Digital image processing has widely been used in MVIS applications and it can be employed to a wide diversity of problems particularly in Non-Destructive testing (NDT), presence/absence detection, defect/fault detection (weld, textile, tiles, wood, etc.,), automated vision test & measurement, pattern matching, optical character recognition & verification (OCR/OCV), barcode reading and traceability, medical diagnosis, weather forecasting, face recognition, defence and space research, etc. This edited book is designed to address various aspects of recent methodologies, concepts and research plan out to the readers for giving more depth insights for perusing research on machine vision using image processing techniques.
Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1466639954
Category : Computers
Languages : en
Pages : 1587
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Book Description
Advancements in digital technology continue to expand the image science field through the tools and techniques utilized to process two-dimensional images and videos. Image Processing: Concepts, Methodologies, Tools, and Applications presents a collection of research on this multidisciplinary field and the operation of multi-dimensional signals with systems that range from simple digital circuits to computers. This reference source is essential for researchers, academics, and students in the computer science, computer vision, and electrical engineering fields.
Author: E. R. Davies
Publisher: Elsevier
ISBN: 0080473245
Category : Computers
Languages : en
Pages : 973
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Book Description
In the last 40 years, machine vision has evolved into a mature field embracing a wide range of applications including surveillance, automated inspection, robot assembly, vehicle guidance, traffic monitoring and control, signature verification, biometric measurement, and analysis of remotely sensed images. While researchers and industry specialists continue to document their work in this area, it has become increasingly difficult for professionals and graduate students to understand the essential theory and practicalities well enough to design their own algorithms and systems. This book directly addresses this need.As in earlier editions, E.R. Davies clearly and systematically presents the basic concepts of the field in highly accessible prose and images, covering essential elements of the theory while emphasizing algorithmic and practical design constraints. In this thoroughly updated edition, he divides the material into horizontal levels of a complete machine vision system. Application case studies demonstrate specific techniques and illustrate key constraints for designing real-world machine vision systems.· Includes solid, accessible coverage of 2-D and 3-D scene analysis.· Offers thorough treatment of the Hough Transform—a key technique for inspection and surveillance.· Brings vital topics and techniques together in an integrated system design approach.· Takes full account of the requirement for real-time processing in real applications.
Author: Food and Agriculture Organization of the United Nations
Publisher: Food & Agriculture Org.
ISBN: 9251385351
Category : Political Science
Languages : en
Pages : 71
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Book Description
The increasing frequency and intensity of natural hazards including floods, droughts, volcanic eruptions, earthquakes, dust storms and wildfires, as well as human-induced crises, including violence and conflicts, oil spills, dam failures, toxic wastes, industrial pollution, transport accidents, factory explosions, fires and chemical spills have devastating effects on food security and represent a substantial risk to sustainable agriculture and the livelihoods of people around the world. Thus, much attention has been given to reducing the likelihood of a hazard occurring as well as disaster risk, mitigating impacts and establishing early action and response, quickly and efficiently.
Author: M. A. Ansari
Publisher: Elsevier
ISBN: 0443218714
Category : Science
Languages : en
Pages : 656
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Book Description
Artificial Intelligence in Biomedical and Modern Healthcare Informatics provides a deeper understanding of the current trends in AI and machine learning within healthcare diagnosis, its practical approach in healthcare, and gives insight into different wearable sensors and its device module to help doctors and their patients in enhanced healthcare system. The primary goal of this book is to detect difficulties and their solutions to medical practitioners for the early detection and prediction of any disease. The 56 chapters in the volume provide beginners and experts in the medical science field with general pictures and detailed descriptions of imaging and signal processing principles and clinical applications. With forefront applications and up-to-date analytical methods, this book captures the interests of colleagues in the medical imaging research field and is a valuable resource for healthcare professionals who wish to understand the principles and applications of signal and image processing and its related technologies in healthcare. - Discusses fundamental and advanced approaches as well as optimization techniques used in AI for healthcare systems - Includes chapters on various established imaging methods as well as emerging methods for skin cancer, brain tumor, epileptic seizures, and kidney diseases - Adopts a bottom-up approach and proposes recent trends in simple manner with the help of real-world examples - Synthesizes the existing international evidence and expert opinions on implementing decommissioning in healthcare - Promotes research in the field of health and hospital management in order to improve the efficiency of healthcare delivery systems
Author: Duc T. Pham
Publisher: Elsevier
ISBN: 0080541275
Category : Technology & Engineering
Languages : en
Pages : 236
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Book Description
Smart Inspection Systems: Techniques and Applications of Intelligent Vision will enable engineers to understand the various stages of automated visual inspection (AVI) and how artificial intelligence can be incorporated into each stage to create "smart" inspection systems. The book contains many examples that illustrate and explain the application of conventional and artificial intelligence techniques in AVI. The text covers the whole AVI process, from illumination, image enhancement, segmentation and feature extraction, through to classification, and includes case studies of implemented AVI systems as well as reviews of commercially available inspection systems. Each chapter concludes with exercises. This book will be of interest to users and developers of commercial industrial inspection systems as well as researchers in the fields of machine vision, artificial intelligence and advanced manufacturing engineering.
Author: Afzal Husain Khan
Publisher: Elsevier
ISBN: 0443238960
Category : Technology & Engineering
Languages : en
Pages : 713
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Book Description
Recent Developments and Innovations in the Sustainable Production of Concrete covers the various aspects of sources, materials, and waste products in concrete production, innovation in materials-new technological developments, and the upgradation of existing concrete production systems. Importantly, it covers the so-called EEE aspects (Economy, Energy, and Environment), not touched by other books. The books also highlights the sustainability aspects of concrete production when recycled materials are added. Case studies are used to demonstrate the practical aspect of concrete production, including the machine learning approach. - Includes coverage of sources, materials, and waste products in concrete production - Provides an overview of the economic, energy, and environment aspects in concrete production - Shows how machine learning can be used in concrete construction
Author: Kenneth N. K. FONG
Publisher: City University of HK Press
ISBN: 9629376539
Category : Social Science
Languages : en
Pages : 337
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Book Description
Around the world, people and societies are at risk of being affected by disasters, both natural and man-made. In the face of climate change and human activity, the threat posed by unexpected disasters is likely to increase in future. This book, the first of its kind in Hong Kong, offers insights from experts in healthcare and higher education both locally and further afield. Some of the authors have first-hand experience with various elements of disaster management through such events as the 2008 earthquake in Sichuan, the COVID-19 pandemic, and large-scale competitions including the Standard Chartered Hong Kong Marathon. Key learnings and recommendations are presented in three sections: disaster management and reconstruction, including what we can learn from past earthquakes; the importance of healthcare and emergency medicine in disasters and community events; and the way forward, in particular how technology and systems thinking can be used for disaster mitigation. By shedding light onto future work in disaster management and emergency medicine in Hong Kong and East Asia, this book aims to contribute to community resilience in the region and beyond. It will be useful for tertiary and postgraduate programmes, teachers and academics, practitioners, healthcare providers, policymakers, and community leaders.
